Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Rancherでkubeflow構築

Avatar for nakayamam nakayamam
March 16, 2019
Technology
3
19k

 Rancherでkubeflow構築

Rancher Meetup #07 in Osakaでの発表資料です

Avatar for nakayamam

nakayamam

March 16, 2019
Tweet

More Decks by nakayamam

See All by nakayamam
rancher/system-toolsを試してみた
Avatar for nakayamam nakayamam
0
380

Other Decks in Technology

See All in Technology
研究開発部メンバーの働き⽅ / Sansan R&D Profile
Avatar for Sansan, Inc. sansan33
PRO
3
20k
Oracle Base Database Service 技術詳細
Avatar for oracle4engineer oracle4engineer
PRO
11
77k
Goにおける 生成AIによるコード生成の ベンチマーク評価入門
Avatar for どすこい daisuketakeda
2
100
「AI駆動PO」を考えてみる - 作る速さから価値のスループットへ：検査・適応で未来を開発 / AI-driven product owner. scrummat2025
Avatar for yosuke nagai yosuke_nagai
4
580
Escaping_the_Kraken_-_October_2025.pdf
Avatar for Maarten Dalmijn mdalmijn
0
130
多様な事業ドメインのクリエイターへ 価値を届けるための営みについて
Avatar for massyuu massyuu
0
110
From Prompt to Product @ How to Web 2025, Bucharest, Romania
Avatar for Jan Werner janwerner
0
120
英語は話せません！それでも海外チームと信頼関係を作るため、対話を重ねた2ヶ月間のまなび
Avatar for ニイオカ niioka_97
0
110
PLaMoの事後学習を支える技術 / PFN LLMセミナー
Avatar for Preferred Networks pfn
PRO
9
3.8k
stupid jj tricks
Avatar for André Arko indirect
0
7.9k
SwiftUIのGeometryReaderとScrollViewを基礎から応用まで学び直す：設計と活用事例
Avatar for Fumiya Sakai fumiyasac0921
0
140
Exadata Database Service on Dedicated Infrastructure(ExaDB-D) UI スクリーン・キャプチャ集
Avatar for oracle4engineer oracle4engineer
PRO
2
5.4k

Featured

See All Featured
Unsuck your backbone
Avatar for Amy Palamountain ammeep
671
58k
Reflections from 52 weeks, 52 projects
Avatar for Jefferson Lam jeffersonlam
352
21k
The Language of Interfaces
Avatar for Des Traynor destraynor
162
25k
Optimizing for Happiness
Avatar for Tom Preston-Werner mojombo
379
70k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
Avatar for Dan Newman danielanewman
229
22k
Sharpening the Axe: The Primacy of Toolmaking
Avatar for Bryan Cantrill bcantrill
45
2.5k
What’s in a name? Adding method to the madness
Avatar for Product Marketing Alliance productmarketing
PRO
23
3.7k
Improving Core Web Vitals using Speculation Rules API
Avatar for Sergey Chernyshev sergeychernyshev
19
1.2k
A designer walks into a library…
Avatar for Paul Jervis Heath pauljervisheath
209
24k
GraphQLの誤解/rethinking-graphql
Avatar for sonatard sonatard
73
11k
Making the Leap to Tech Lead
Avatar for Ryan Cromwell cromwellryan
135
9.5k
The Success of Rails: Ensuring Growth for the Next 100 Years
Avatar for Eileen M. Uchitelle eileencodes
46
7.6k

Transcript

  1. RancherͰkubeflowߏங Rancher Meetup #07 in Osaka Masaki-Nakayama

  2. ࣗݾ঺հ • Masaki-Nakayama @nakayamam2 • KAGOYA JAPAN • Rancher Meetup,

    CNJP Kansai

  3. kubeflowʁ IUUQTXXXLVCFqPXPSHEPDTBCPVULVCFqPX

  4. kubeflow? KubernetesͷͨΊͷػցֶशπʔϧΩοτ

  5. kubeflow? ԼهͷํʹΦεεϝ by ެࣜ • TensorFlowϞσϧΛ͞·͟·ͳ؀ڥʢϩʔΧϧɺΦϯϓ ϨɺΫϥ΢υͳͲʣͰτϨʔχϯά/ఏڙ͍ͨ͠ • TensorFlowτϨʔχϯάδϣϒΛ؅ཧ͢ΔͨΊʹJupyter ϊʔτϒοΫΛ࢖͍͍ͨ

    • TensorFlowΛଞͷϓϩηεͱ૊Έ߹Θ͍ͤͨ

  6. kubeflow? kubeflowͷμογϡϘʔυ

  7. kubeflow? Լهͷ΋ͷ͕͋Β͔͡Ίೖ͍ͬͯ·͢ • JupyterHub : Jupyter NotebookʹϢʔβʔೝূ௥Ճͯ͠ෳ਺ਓͰ࢖͑ΔΑ ͏ʹͨ͠΋ͷ • TFjob

    Dashboard: k8sͰTensorFlowτϨʔχϯάδϣϒΛ؅ཧͰ͖Δ • Katib Dashboard: ϋΠύʔύϥϝʔλʔνϡʔχϯάͷπʔϧ https://www.slideshare.net/Oshima0x3fd/katib ͕ৄͦ͠͏

  8. ߏங·ͰಓͷΓ͸௕ͦ͏ɾɾɾ

  9. ͋Δ೔RancherΧλϩάΛݟ͍ͯΔͱɾɾ

  10. ͋ʂ

  11. None

  12. ΋͔ͯ͠͠Chainer΋͙͢࢖͑Δɾɾɾʁ

  13. ྲྀΕ 1. GPUΫϥελʔͷߏங on GKE 2. ΫϥελʔΛRancher΁Πϯϙʔτ 3. RancherΧλϩάͰkubeflowσϓϩΠ ※ͪͳΈʹGKEʹೖΕΔ͚ͩͳΒઐ༻ͷϫϯΫϦοΫσϓϩΠ͕༻ҙ͞ΕͯΔͷͰ

    ͦͪΒΛ࢖͏ํ͕ૣ͍͔΋ https://deploy.kubeflow.cloud/#/

  14. GPUΫϥελʔͷߏங on GKE

  15. GPUબΜͰ࡞੒ KZVQZUFSIVC͕Ϧιʔε Λ৯͏ͷͰεϖοΫ͕͋ Μ·Γ௿͍ͱࢮʹ·͢

  16. GPUΫϥελʔ͕Ͱ͖·ͨ͠

  17. ΫϥελʔΛ Rancher΁Πϯϙʔτ

  18. None

  19. ࣗݾॺ໊ͳͷͰͪ͜Β Λ࣮ߦ DMVTUFSBENJOΛϢʔβʔ ʹCJOEJOH

  20. ΠϯϙʔτͰ͖·ͨ͠

  21. RancherΧλϩάͰ kubeflowσϓϩΠ

  22. None

  23. ֤ػೳͷ0/0''͕Ͱ͖ΔͬΆ͍ʁ

  24. ֤ػೳͷ0/0''͕Ͱ͖ΔͬΆ͍ʁ

  25. None

  26. 6*

  27. None

  28. Ϣʔβʔ࡞੒͢Δ

  29. ΠϝʔδΛࢦఆͯ͠TQBXO

  30. ϫʔΫεϖʔε͕࡞੒͞ΕΔ

  31. ϫʔΫεϖʔε͕ग़དྷ্͕Δ

  32. QZUIPOίʔυΛ͙࣮͢ߦͰ͖Δ

  33. None

  34. UFOTPSqPXͷδϣϒͷ࡞੒͕Ͱ͖Δ

  35. > kubectl get crd NAME AGE backendconfigs.cloud.google.com 2h scalingpolicies.scalingpolicy.kope.io 2h

    studyjobs.kubeflow.org 1h tfjobs.kubeflow.org 1h ͋Εɺchainer operator͕͍ͳ͍ɾɾɾ
  36. None

  37. {"log":"2019/03/14 17:57:17 info: manifest \"kubeflow/templates/ chainer-rbac.yaml\" is empty. Skipping. \n","stream":"stderr","time":"2019-03-14T17:57:17.702047111Z"}

    {"log":"2019/03/14 17:57:17 info: manifest \"kubeflow/templates/ chainer-crd.yaml\" is empty. Skipping. \n","stream":"stderr","time":"2019-03-14T17:57:17.702898257Z"} {"log":"2019/03/14 17:57:17 info: manifest \"kubeflow/templates/ chainer-operator.yaml\" is empty. Skipping. \n","stream":"stderr","time":"2019-03-14T17:57:17.702904447Z"} RancherαʔόʔͷϩάΛݟΔͱ Ͳ͏΋manifestʹ൓ө͞Ε͍ͯͳ͍Α͏ͩ

  38. issueग़͠ͱ͖·ͨ͠ʂ

  39. Thanks!